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.gitignore

.gitignore

 
 

README.md

README.md

 
 

ddpg.py

ddpg.py

 
 

explorer.py

explorer.py

 
 

net.py

net.py

 
 

replay_buffer.py

replay_buffer.py

 
 

run_ddpg.py

run_ddpg.py

 
 

run_soft_q.py

run_soft_q.py

 
 

run_svg.py

run_svg.py

 
 

soft_q.py

soft_q.py

 
 

svg.py

svg.py

 
 

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Value gradient methods

This repository is reproduction of value gradient methods such as DDPG, SVG, SoftQ.

  • DDPG
  • SVG(0)
  • SoftQ

Requirement

  • tensorflow 1.0.1
  • keras 2.0.2
  • Python 3.5.2
  • gym 0.7.2
  • rllab 0.1.0

Usage

python run_ddpg.py

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reinforcement learning especially value gradient methods such as DDPG, SVG, SoftQ

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